Main Article Content
Abstract
Research on occupational safety in agriculture has expanded substantially over the past decades, yet its economic dimensions remain dispersed across multiple disciplinary traditions. This study aims to map the intellectual structure and thematic development of scholarly work linking agricultural labor, occupational health, and economic outcomes. Using a bibliometric approach, publications indexed in the Scopus database were systematically analyzed covering the period from 1973 to 2026. A total of 1229 peer reviewed articles and reviews were examined using bibliometrix in R and VOSviewer to identify publication trends, influential sources, leading contributors, country collaborations, keyword networks, and thematic patterns. The results reveal a sustained growth in research output, particularly after the mid-2000s, alongside a multidisciplinary publication landscape dominated by environmental, health, and agricultural economics journals. Keyword co-occurrence and thematic analyses indicate that while occupational safety and health constitute a central research focus, economic themes such as productivity, labor, income, sustainability, and policy are increasingly integrated but remain distributed across distinct clusters. This bibliometric evidence highlights the evolving recognition of occupational safety as an economic issue within agricultural systems. The study contributes by consolidating fragmented research streams into a coherent overview, offering insights for economists, policymakers, and researchers interested in labor welfare, productivity, and sustainable agricultural development.
Keywords
Article Details
Copyright (c) 2026 Qalbin Salim Fazli, Mussa Issack Delya, Erick Hironimus Kihwili, Ghalieb Mutig Idroes, Dimas Bagus Wiranatakusuma, Ghazi Mauer Idroes

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
References
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- Loizou E, Karelakis C, Galanopoulos K, Mattas K. The Role of Agriculture as a Development Tool for a Regional Economy. Agricultural Systems 2019;173:482–90. https://doi.org/10.1016/j.agsy.2019.04.002.
- Gollin D, Lagakos D, Waugh ME. The Agricultural Productivity Gap. The Quarterly Journal of Economics 2014;129:939–93. https://doi.org/10.1093/qje/qjt056.
- Shiferaw B, Prasanna BM, Hellin J, Bänziger M. Crops That Feed the World 6. Past Successes and Future Challenges to the Role Played by Maize in Global Food Security. Food Security 2011;3:307–27. https://doi.org/10.1007/s12571-011-0140-5.
- Barrett C, Reardon T, Swinnen J, Zilberman D. Structural Transformation and Economic Development: Insights from the Agri-Food Value Chain Revolution. Cornell University 2019:1–56.
- Yadin Y, Ibrahim MBH, Irawan A, Akbar MA, Yendra Y. Labor Mobility and Wage Dynamics: Understanding the Interplay of Factors in Modern Labor Economics. Advances in Human Resource Management Research 2024;2. https://doi.org/10.60079/ahrmr.v2i2.186.
- Bilenko Y. Labor Productivity in the Agriculture, Structural Shifts and Economic Growth in the Central and Eastern European Countries. Agricultural and Resource Economics: International Scientific E-Journal 2022;8:5–32.
- Moyo S. Family Farming in Sub-Saharan Africa: Its Contribution to Agriculture, Food Security and Rural Development. Working paper; 2016.
- Miyata S, Minot N, Hu D. Impact of Contract Farming on Income: Linking Small Farmers, Packers, and Supermarkets in China. World Development 2009;37:1781–90. https://doi.org/10.1016/j.worlddev.2008.08.025.
- Frelat R, Lopez-Ridaura S, Giller KE, Herrero M, Douxchamps S, Djurfeldt AA, et al. Drivers of Household Food Availability in Sub-Saharan Africa Based on Big Data from Small Farms. Proceedings of the National Academy of Sciences 2016;113:458–63. https://doi.org/10.1073/pnas.1518384112.
- Noviandy TR, Idroes GM, Hardi I, Afjal M, Ray S. A Model-Agnostic Interpretability Approach to Predicting Customer Churn in the Telecommunications Industry. Infolitika Journal of Data Science 2024;2:34–44. https://doi.org/10.60084/ijds.v2i1.199.
- Ibitayo OO. Egyptian Farmers’ Attitudes and Behaviors Regarding Agricultural Pesticides: Implications for Pesticide Risk Communication. Risk Analysis 2006;26:989–95. https://doi.org/10.1111/j.1539-6924.2006.00794.x.
- Holmes SM. Structural Vulnerability and Hierarchies of Ethnicity and Citizenship on the Farm. Medical Anthropology 2011;30:425–49. https://doi.org/10.1080/01459740.2011.576728.
- Nguyen T-H-Y, Bertin M, Bodin J, Fouquet N, Bonvallot N, Roquelaure Y. Multiple Exposures and Coexposures to Occupational Hazards Among Agricultural Workers: A Systematic Review of Observational Studies. Safety and Health at Work 2018;9:239–48. https://doi.org/10.1016/j.shaw.2018.04.002.
- Molina-Guzmán LP, Ríos-Osorio LA. Occupational Health and Safety in Agriculture. A Systematic Review. Revista de La Facultad de Medicina 2020;68:625–38.
- Sharma VP, Singh S, Dhanjal DS, Singh J, Yadav AN. Potential Strategies for Control of Agricultural Occupational Health Hazards, 2021, p. 387–402. https://doi.org/10.1007/978-981-15-6949-4_16.
- Azharuddin A, Sasmita NR, Idroes GM, Andid R, Raihan R, Fadlilah T, et al. Patient Satisfaction and its Socio-Demographic Correlates in Zainoel Abidin Hospital, Indonesia: A Cross-Sectional Study. Unnes Journal of Public Health 2023;12:57–67. https://doi.org/doi.org/10.15294/ujph.v12i2.69233.
- Fazli QS, Pramayudi N, Sayuth M. Effectiveness of Gegarang (Mentha sp.) Leaf Extract Againts Plutella xylostella L. in Laboratory 2023;8.
- Naughton SX, Terry A V. Neurotoxicity in Acute and Repeated Organophosphate Exposure. Toxicology 2018;408:101–12. https://doi.org/10.1016/j.tox.2018.08.011.
- Perry J, Cotton J, Rahman MA, Brumby SA. Organophosphate Exposure and the Chronic Effects on Farmers: A Narrative Review. Rural and Remote Health 2020;20:206–22.
- Muñoz-Quezada MT, Lucero BA, Iglesias VP, Muñoz MP, Cornejo CA, Achu E, et al. Chronic Exposure to Organophosphate (OP) Pesticides and Neuropsychological Functioning in Farm Workers: A Review. International Journal of Occupational and Environmental Health 2016;22:68–79. https://doi.org/10.1080/10773525.2015.1123848.
- Kori RK, Singh MK, Jain AK, Yadav RS. Neurochemical and Behavioral Dysfunctions in Pesticide Exposed Farm Workers: A Clinical Outcome. Indian Journal of Clinical Biochemistry 2018;33:372–81. https://doi.org/10.1007/s12291-018-0791-5.
- Colémont A, Broucke S Van den. Psychological Determinants of Behaviors Leading to Occupational Injuries and Diseases in Agriculture: A Literature Overview. Journal of Agricultural Safety and Health 2006;12:227–38. https://doi.org/10.13031/2013.21230.
- Jadhav R, Achutan C, Haynatzki G, Rajaram S, Rautiainen R. Review and Meta-analysis of Emerging Risk Factors for Agricultural Injury. Journal of Agromedicine 2016;21:284–97. https://doi.org/10.1080/1059924X.2016.1179611.
- Barrett CB, Ortiz-Bobea A, Pham T. Structural Transformation, Agriculture, Climate, and the Environment. Review of Environmental Economics and Policy 2023;17:195–216. https://doi.org/10.1086/725319.
- Horlings LG, Marsden TK. Towards the Real Green Revolution? Exploring the Conceptual Dimensions of a New Ecological Modernisation of Agriculture That Could “Feed the World.” Global Environmental Change 2011;21:441–52. https://doi.org/10.1016/j.gloenvcha.2011.01.004.
- Waha K, Krummenauer L, Adams S, Aich V, Baarsch F, Coumou D, et al. Climate Change Impacts in the Middle East and Northern Africa (MENA) Region and Their Implications for Vulnerable Population Groups. Regional Environmental Change 2017;17:1623–38. https://doi.org/10.1007/s10113-017-1144-2.
- Liu X, Pei F, Wen Y, Li X, Wang S, Wu C, et al. Global Urban Expansion Offsets Climate-Driven Increases in Terrestrial Net Primary Productivity. Nature Communications 2019;10:5558. https://doi.org/10.1038/s41467-019-13462-1.
- Surna MI, Fazli QS, Chamzurni T, Susanna S, Idroes GM. Influence of Elevational and Environmental Factors on Parasitic Nematode Distribution in Arabica Coffee in the Gayo Highlands, Indonesia. Leuser Journal of Environmental Studies 2025;3:56–66. https://doi.org/10.60084/ljes.v3i2.293.
- Idroes GM, Hafizah I, Hartono D, Dharma DB, Hardi I, Noviandy TR, et al. Investigating Hydropower Energy Consumption’s Effect on Southeast Asia’s Path to Achieving Environmental Sustainability and Carbon Neutrality. Carbon Research 2025;4:57. https://doi.org/10.1007/s44246-025-00218-4.
- Arkadinata T, Fazli QS, Alfizar A, Hakim L, Idroes GM. Environmental Influence of Altitude on Coffee Leaf Rust Severity in Arabica Coffee of Aceh Tengah, Indonesia. Leuser Journal of Environmental Studies 2025;3:79–86. https://doi.org/10.60084/ljes.v3i2.344.
- Hardi I, Kurniawan R, Ray S, Idroes GM, Noviandy TR, Majid MSA. Reducing the Poverty Gap and Severity in Indonesia: The Role of Renewable Energy Access and Consumption. Human Settlements and Sustainability 2025. https://doi.org/10.1016/j.hssust.2025.06.001.
- Fabregas R, Kremer M, Schilbach F. Realizing the Potential of Digital Development: The Case of Agricultural Advice. Science 2019;366. https://doi.org/10.1126/science.aay3038.
- Rotz S, Gravely E, Mosby I, Duncan E, Finnis E, Horgan M, et al. Automated Pastures and the Digital Divide: How Agricultural Technologies Are Shaping Labour and Rural Communities. Journal of Rural Studies 2019;68:112–22. https://doi.org/10.1016/j.jrurstud.2019.01.023.
- Curl CL, Spivak M, Phinney R, Montrose L. Synthetic Pesticides and Health in Vulnerable Populations: Agricultural Workers. Current Environmental Health Reports 2020;7:13–29. https://doi.org/10.1007/s40572-020-00266-5.
- Barnay T. Health, Work and Working Conditions: A Review of the European Economic Literature. The European Journal of Health Economics 2016;17:693–709. https://doi.org/10.1007/s10198-015-0715-8.
- Salim Fazli Q, Isaack Delya M, Hironimus Kihwili E, Qashmal M, Shabrina Hilal I, Idroes GM. How Is Research Connecting Artificial Intelligence, Sustainability Governance, and Agri-Food Supply Chains Evolving? A Bibliometric Analysis. Indatu Journal of Management and Accounting 2025;3:88–100. https://doi.org/10.60084/ijma.v3i2.368.
- Fazli QS, Lorente DB, Hilal SI, Maulidar P, Idroes GM. Mapping Global Research on Agrochemicals and Sustainability: A Bibliometric Analysis of Environmental and Economic Perspectives. Innovations in Environmental Economics 2025;1:109–24.
- Fazli QS, Idroes GM, Hilal IS, Hafizah I, Hardi I, Noviandy TR. Agrochemicals, GHG Emissions, and GDP in Southeast Asia: A Machine Learning Approach with Hierarchical Clustering. Grimsa Journal of Business and Economics Studies 2025;2:140–51. https://doi.org/10.61975/gjbes.v2i2.93.
- Fazli QS, Noviandy TR, Idroes GM, Idroes GM. Research Landscape on Occupational Hazards and Pesticide Exposure among Agricultural Workers: A Bibliometric Analysis. Narra Review 2025;1:e13–e13.
- Lee M, Sharma P. Leveraging the Louvain Algorithm for Enhanced Group Formation and Collaboration in Online Learning Environments. International Journal of Educational Technology in Higher Education 2024;21:65. https://doi.org/10.1186/s41239-024-00495-w.
- Idroes GM, Syahnur S, Majid SA, Sasmita NR, Idroes R. Provincial Economic Level Analysis in Indonesia Based on the Geothermal Energy Potential and Growth Regional Domestic Products Using Cluster Analysis. IOP Conference Series: Materials Science and Engineering 2021;1087:012079. https://doi.org/10.1088/1757-899X/1087/1/012079.
- Macchiavello R, Reardon T, Richards TJ. Empirical Industrial Organization Economics to Analyze Developing Country Food Value Chains. Annual Review of Resource Economics 2022;14:193–220. https://doi.org/10.1146/annurev-resource-101721-023554.
- Dorward A. Agricultural Labour Productivity, Food Prices and Sustainable Development Impacts and Indicators. Food Policy 2013;39:40–50. https://doi.org/10.1016/j.foodpol.2012.12.003.
- Coye MJ. The Health Effects of Agricultural Production: I. The Health of Agricultural Workers. Journal of Public Health Policy 1985;6:349. https://doi.org/10.2307/3342402.
- Jadhav R, Achutan C, Haynatzki G, Rajaram S, Rautiainen R. Risk Factors for Agricultural Injury: A Systematic Review and Meta-analysis. Journal of Agromedicine 2015;20:434–49. https://doi.org/10.1080/1059924X.2015.1075450.
- de Lima CZ, Buzan JR, Moore FC, Baldos ULC, Huber M, Hertel TW. Heat Stress on Agricultural Workers Exacerbates Crop Impacts of Climate Change. Environmental Research Letters 2021;16:044020. https://doi.org/10.1088/1748-9326/abeb9f.
- Molua EL. Climate Variability, Vulnerability and Effectiveness of Farm-Level Adaptation Options: The Challenges and Implications for Food Security in Southwestern Cameroon. Environment and Development Economics 2002;7:529–45. https://doi.org/10.1017/S1355770X02000311.
- El Khayat M, Halwani DA, Hneiny L, Alameddine I, Haidar MA, Habib RR. Impacts of Climate Change and Heat Stress on Farmworkers’ Health: A Scoping Review. Frontiers in Public Health 2022;10. https://doi.org/10.3389/fpubh.2022.782811.
- Lobell DB, Schlenker W, Costa-Roberts J. Climate Trends and Global Crop Production Since 1980. Science 2011;333:616–20. https://doi.org/10.1126/science.1204531.
- Change IPOC. Climate Change 2007: Impacts, Adaptation and Vulnerability. Genebra, Suíça 2001.
- Karimi-Shahanjarini A, Afshari M, Besharati F. Cultural Appropriateness in Randomized Controlled Trials (RCTs) Aimed at Reducing Pesticide Exposure among Farmers and Farmworkers: A Systematic Review. International Archives of Occupational and Environmental Health 2023;96:27–44. https://doi.org/10.1007/s00420-022-01880-6.
- Hardi I, Ali N, Duwal N, Devi NC, Mardayanti U, Idroes GM. Business Confidence in Indonesia: Which Macroeconomic Factors Have Long-Term Impact? Indatu Journal of Management and Accounting 2024;2:40–54. https://doi.org/10.60084/ijma.v2i1.203.
References
Norton GW, Alwang J, Masters WA. Economics of Agricultural Development. 4th Edition. | New York : Routledge, 2021. | Series: Textbooks in Environmental and Agricultural Economics | Revised Edition of the Authors’ Economics of Agricultural Development, 2015.: Routledge; 2021. https://doi.org/10.4324/9780429316999.
Loizou E, Karelakis C, Galanopoulos K, Mattas K. The Role of Agriculture as a Development Tool for a Regional Economy. Agricultural Systems 2019;173:482–90. https://doi.org/10.1016/j.agsy.2019.04.002.
Gollin D, Lagakos D, Waugh ME. The Agricultural Productivity Gap. The Quarterly Journal of Economics 2014;129:939–93. https://doi.org/10.1093/qje/qjt056.
Shiferaw B, Prasanna BM, Hellin J, Bänziger M. Crops That Feed the World 6. Past Successes and Future Challenges to the Role Played by Maize in Global Food Security. Food Security 2011;3:307–27. https://doi.org/10.1007/s12571-011-0140-5.
Barrett C, Reardon T, Swinnen J, Zilberman D. Structural Transformation and Economic Development: Insights from the Agri-Food Value Chain Revolution. Cornell University 2019:1–56.
Yadin Y, Ibrahim MBH, Irawan A, Akbar MA, Yendra Y. Labor Mobility and Wage Dynamics: Understanding the Interplay of Factors in Modern Labor Economics. Advances in Human Resource Management Research 2024;2. https://doi.org/10.60079/ahrmr.v2i2.186.
Bilenko Y. Labor Productivity in the Agriculture, Structural Shifts and Economic Growth in the Central and Eastern European Countries. Agricultural and Resource Economics: International Scientific E-Journal 2022;8:5–32.
Moyo S. Family Farming in Sub-Saharan Africa: Its Contribution to Agriculture, Food Security and Rural Development. Working paper; 2016.
Miyata S, Minot N, Hu D. Impact of Contract Farming on Income: Linking Small Farmers, Packers, and Supermarkets in China. World Development 2009;37:1781–90. https://doi.org/10.1016/j.worlddev.2008.08.025.
Frelat R, Lopez-Ridaura S, Giller KE, Herrero M, Douxchamps S, Djurfeldt AA, et al. Drivers of Household Food Availability in Sub-Saharan Africa Based on Big Data from Small Farms. Proceedings of the National Academy of Sciences 2016;113:458–63. https://doi.org/10.1073/pnas.1518384112.
Noviandy TR, Idroes GM, Hardi I, Afjal M, Ray S. A Model-Agnostic Interpretability Approach to Predicting Customer Churn in the Telecommunications Industry. Infolitika Journal of Data Science 2024;2:34–44. https://doi.org/10.60084/ijds.v2i1.199.
Ibitayo OO. Egyptian Farmers’ Attitudes and Behaviors Regarding Agricultural Pesticides: Implications for Pesticide Risk Communication. Risk Analysis 2006;26:989–95. https://doi.org/10.1111/j.1539-6924.2006.00794.x.
Holmes SM. Structural Vulnerability and Hierarchies of Ethnicity and Citizenship on the Farm. Medical Anthropology 2011;30:425–49. https://doi.org/10.1080/01459740.2011.576728.
Nguyen T-H-Y, Bertin M, Bodin J, Fouquet N, Bonvallot N, Roquelaure Y. Multiple Exposures and Coexposures to Occupational Hazards Among Agricultural Workers: A Systematic Review of Observational Studies. Safety and Health at Work 2018;9:239–48. https://doi.org/10.1016/j.shaw.2018.04.002.
Molina-Guzmán LP, Ríos-Osorio LA. Occupational Health and Safety in Agriculture. A Systematic Review. Revista de La Facultad de Medicina 2020;68:625–38.
Sharma VP, Singh S, Dhanjal DS, Singh J, Yadav AN. Potential Strategies for Control of Agricultural Occupational Health Hazards, 2021, p. 387–402. https://doi.org/10.1007/978-981-15-6949-4_16.
Azharuddin A, Sasmita NR, Idroes GM, Andid R, Raihan R, Fadlilah T, et al. Patient Satisfaction and its Socio-Demographic Correlates in Zainoel Abidin Hospital, Indonesia: A Cross-Sectional Study. Unnes Journal of Public Health 2023;12:57–67. https://doi.org/doi.org/10.15294/ujph.v12i2.69233.
Fazli QS, Pramayudi N, Sayuth M. Effectiveness of Gegarang (Mentha sp.) Leaf Extract Againts Plutella xylostella L. in Laboratory 2023;8.
Naughton SX, Terry A V. Neurotoxicity in Acute and Repeated Organophosphate Exposure. Toxicology 2018;408:101–12. https://doi.org/10.1016/j.tox.2018.08.011.
Perry J, Cotton J, Rahman MA, Brumby SA. Organophosphate Exposure and the Chronic Effects on Farmers: A Narrative Review. Rural and Remote Health 2020;20:206–22.
Muñoz-Quezada MT, Lucero BA, Iglesias VP, Muñoz MP, Cornejo CA, Achu E, et al. Chronic Exposure to Organophosphate (OP) Pesticides and Neuropsychological Functioning in Farm Workers: A Review. International Journal of Occupational and Environmental Health 2016;22:68–79. https://doi.org/10.1080/10773525.2015.1123848.
Kori RK, Singh MK, Jain AK, Yadav RS. Neurochemical and Behavioral Dysfunctions in Pesticide Exposed Farm Workers: A Clinical Outcome. Indian Journal of Clinical Biochemistry 2018;33:372–81. https://doi.org/10.1007/s12291-018-0791-5.
Colémont A, Broucke S Van den. Psychological Determinants of Behaviors Leading to Occupational Injuries and Diseases in Agriculture: A Literature Overview. Journal of Agricultural Safety and Health 2006;12:227–38. https://doi.org/10.13031/2013.21230.
Jadhav R, Achutan C, Haynatzki G, Rajaram S, Rautiainen R. Review and Meta-analysis of Emerging Risk Factors for Agricultural Injury. Journal of Agromedicine 2016;21:284–97. https://doi.org/10.1080/1059924X.2016.1179611.
Barrett CB, Ortiz-Bobea A, Pham T. Structural Transformation, Agriculture, Climate, and the Environment. Review of Environmental Economics and Policy 2023;17:195–216. https://doi.org/10.1086/725319.
Horlings LG, Marsden TK. Towards the Real Green Revolution? Exploring the Conceptual Dimensions of a New Ecological Modernisation of Agriculture That Could “Feed the World.” Global Environmental Change 2011;21:441–52. https://doi.org/10.1016/j.gloenvcha.2011.01.004.
Waha K, Krummenauer L, Adams S, Aich V, Baarsch F, Coumou D, et al. Climate Change Impacts in the Middle East and Northern Africa (MENA) Region and Their Implications for Vulnerable Population Groups. Regional Environmental Change 2017;17:1623–38. https://doi.org/10.1007/s10113-017-1144-2.
Liu X, Pei F, Wen Y, Li X, Wang S, Wu C, et al. Global Urban Expansion Offsets Climate-Driven Increases in Terrestrial Net Primary Productivity. Nature Communications 2019;10:5558. https://doi.org/10.1038/s41467-019-13462-1.
Surna MI, Fazli QS, Chamzurni T, Susanna S, Idroes GM. Influence of Elevational and Environmental Factors on Parasitic Nematode Distribution in Arabica Coffee in the Gayo Highlands, Indonesia. Leuser Journal of Environmental Studies 2025;3:56–66. https://doi.org/10.60084/ljes.v3i2.293.
Idroes GM, Hafizah I, Hartono D, Dharma DB, Hardi I, Noviandy TR, et al. Investigating Hydropower Energy Consumption’s Effect on Southeast Asia’s Path to Achieving Environmental Sustainability and Carbon Neutrality. Carbon Research 2025;4:57. https://doi.org/10.1007/s44246-025-00218-4.
Arkadinata T, Fazli QS, Alfizar A, Hakim L, Idroes GM. Environmental Influence of Altitude on Coffee Leaf Rust Severity in Arabica Coffee of Aceh Tengah, Indonesia. Leuser Journal of Environmental Studies 2025;3:79–86. https://doi.org/10.60084/ljes.v3i2.344.
Hardi I, Kurniawan R, Ray S, Idroes GM, Noviandy TR, Majid MSA. Reducing the Poverty Gap and Severity in Indonesia: The Role of Renewable Energy Access and Consumption. Human Settlements and Sustainability 2025. https://doi.org/10.1016/j.hssust.2025.06.001.
Fabregas R, Kremer M, Schilbach F. Realizing the Potential of Digital Development: The Case of Agricultural Advice. Science 2019;366. https://doi.org/10.1126/science.aay3038.
Rotz S, Gravely E, Mosby I, Duncan E, Finnis E, Horgan M, et al. Automated Pastures and the Digital Divide: How Agricultural Technologies Are Shaping Labour and Rural Communities. Journal of Rural Studies 2019;68:112–22. https://doi.org/10.1016/j.jrurstud.2019.01.023.
Curl CL, Spivak M, Phinney R, Montrose L. Synthetic Pesticides and Health in Vulnerable Populations: Agricultural Workers. Current Environmental Health Reports 2020;7:13–29. https://doi.org/10.1007/s40572-020-00266-5.
Barnay T. Health, Work and Working Conditions: A Review of the European Economic Literature. The European Journal of Health Economics 2016;17:693–709. https://doi.org/10.1007/s10198-015-0715-8.
Salim Fazli Q, Isaack Delya M, Hironimus Kihwili E, Qashmal M, Shabrina Hilal I, Idroes GM. How Is Research Connecting Artificial Intelligence, Sustainability Governance, and Agri-Food Supply Chains Evolving? A Bibliometric Analysis. Indatu Journal of Management and Accounting 2025;3:88–100. https://doi.org/10.60084/ijma.v3i2.368.
Fazli QS, Lorente DB, Hilal SI, Maulidar P, Idroes GM. Mapping Global Research on Agrochemicals and Sustainability: A Bibliometric Analysis of Environmental and Economic Perspectives. Innovations in Environmental Economics 2025;1:109–24.
Fazli QS, Idroes GM, Hilal IS, Hafizah I, Hardi I, Noviandy TR. Agrochemicals, GHG Emissions, and GDP in Southeast Asia: A Machine Learning Approach with Hierarchical Clustering. Grimsa Journal of Business and Economics Studies 2025;2:140–51. https://doi.org/10.61975/gjbes.v2i2.93.
Fazli QS, Noviandy TR, Idroes GM, Idroes GM. Research Landscape on Occupational Hazards and Pesticide Exposure among Agricultural Workers: A Bibliometric Analysis. Narra Review 2025;1:e13–e13.
Lee M, Sharma P. Leveraging the Louvain Algorithm for Enhanced Group Formation and Collaboration in Online Learning Environments. International Journal of Educational Technology in Higher Education 2024;21:65. https://doi.org/10.1186/s41239-024-00495-w.
Idroes GM, Syahnur S, Majid SA, Sasmita NR, Idroes R. Provincial Economic Level Analysis in Indonesia Based on the Geothermal Energy Potential and Growth Regional Domestic Products Using Cluster Analysis. IOP Conference Series: Materials Science and Engineering 2021;1087:012079. https://doi.org/10.1088/1757-899X/1087/1/012079.
Macchiavello R, Reardon T, Richards TJ. Empirical Industrial Organization Economics to Analyze Developing Country Food Value Chains. Annual Review of Resource Economics 2022;14:193–220. https://doi.org/10.1146/annurev-resource-101721-023554.
Dorward A. Agricultural Labour Productivity, Food Prices and Sustainable Development Impacts and Indicators. Food Policy 2013;39:40–50. https://doi.org/10.1016/j.foodpol.2012.12.003.
Coye MJ. The Health Effects of Agricultural Production: I. The Health of Agricultural Workers. Journal of Public Health Policy 1985;6:349. https://doi.org/10.2307/3342402.
Jadhav R, Achutan C, Haynatzki G, Rajaram S, Rautiainen R. Risk Factors for Agricultural Injury: A Systematic Review and Meta-analysis. Journal of Agromedicine 2015;20:434–49. https://doi.org/10.1080/1059924X.2015.1075450.
de Lima CZ, Buzan JR, Moore FC, Baldos ULC, Huber M, Hertel TW. Heat Stress on Agricultural Workers Exacerbates Crop Impacts of Climate Change. Environmental Research Letters 2021;16:044020. https://doi.org/10.1088/1748-9326/abeb9f.
Molua EL. Climate Variability, Vulnerability and Effectiveness of Farm-Level Adaptation Options: The Challenges and Implications for Food Security in Southwestern Cameroon. Environment and Development Economics 2002;7:529–45. https://doi.org/10.1017/S1355770X02000311.
El Khayat M, Halwani DA, Hneiny L, Alameddine I, Haidar MA, Habib RR. Impacts of Climate Change and Heat Stress on Farmworkers’ Health: A Scoping Review. Frontiers in Public Health 2022;10. https://doi.org/10.3389/fpubh.2022.782811.
Lobell DB, Schlenker W, Costa-Roberts J. Climate Trends and Global Crop Production Since 1980. Science 2011;333:616–20. https://doi.org/10.1126/science.1204531.
Change IPOC. Climate Change 2007: Impacts, Adaptation and Vulnerability. Genebra, Suíça 2001.
Karimi-Shahanjarini A, Afshari M, Besharati F. Cultural Appropriateness in Randomized Controlled Trials (RCTs) Aimed at Reducing Pesticide Exposure among Farmers and Farmworkers: A Systematic Review. International Archives of Occupational and Environmental Health 2023;96:27–44. https://doi.org/10.1007/s00420-022-01880-6.
Hardi I, Ali N, Duwal N, Devi NC, Mardayanti U, Idroes GM. Business Confidence in Indonesia: Which Macroeconomic Factors Have Long-Term Impact? Indatu Journal of Management and Accounting 2024;2:40–54. https://doi.org/10.60084/ijma.v2i1.203.